Civilian nuclear technology transfers as nonproliferation leverage: a reexamination of South Korea’s nuclear-weapons program
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This article draws on archival material, including recently declassified government documents, to examine the 1975–76 US effort to persuade South Korea to end its nuclear-weapons program. Contrary to earlier scholarship focused on the role of US security guarantees, the article finds that the single most important nonproliferation policy lever for the United States was its threat to withdraw its substantial civilian nuclear assistance, reinforced by the US enlistment of Canada to make a similar threat. This finding also challenges claims that civilian nuclear assistance creates a greater risk of weapons proliferation, and it suggests that—at least in some cases—such cooperation could in fact help further nonproliferation goals. The article additionally argues that the South Korean weapons program never went beyond its earliest stages and that it received far fewer resources than Seoul was capable of delivering. This raises the question of how much value Seoul placed on acquiring nuclear weapons in the first place; a broader question is whether the lessons of this case can be more generally applied to other nonproliferation cases. Finally, the article considers how further research can be directed at understanding the potentially synergistic elements of the relationship between civilian nuclear cooperation and nonproliferation policy.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it